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Feature Engineering Importance

star 4.54  Intermediate level 1.5 learning hrs 1.6K+ Learners

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About this course

This course will help in understanding how to select, manipulate and transform data into selected features which can be used further in classification. The practical application for Feature engineering is also discussed by analysing data of sales of a supermarket.Feature selection is a way of selecting features by analysing pool of available data which can be used as a feature input to classification algorithms.

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Course outline

Case Study

This module introduces you to the case study, where you will get an opportunity to apply your theoretical knowledge of Measures of Central Tendency to a practical scenario.

What is Feature Engineering?

Difference Between Feature Engineering and Feature Selection

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Feature Engineering Importance

rating icon 4.54

1.5 Hours

Intermediate

1.6K+ learners enrolled so far

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Master in-demand skills & tools

Test your skills with quizzes

Trusted by 10 Million+ Learners globally

Learner reviews of the Free Courses

4.54
77%
10%
8%
1%
4%
Reviewer Profile

5.0

“Great Learning Experience, easy to follow.”
I really enjoyed this Feature engineering course and thought it was exceptionally well-designed. The instructors did a great job of starting from the very fundamentals of Feature engineering importance and gradually building up my understanding. The lessons progressed in a logical, step-by-step manner that made it easy to follow along and apply what I was learning.
Reviewer Profile

5.0

India
“it was the good experience in learning this ,after that again i will look into it for further studies and knowledge”
Hands-on Learning: Applying concepts through real-world projects or case studies makes the learning more engaging and meaningful. Clear, Structured Content: Well-organized material that builds knowledge step-by-step helps in mastering complex topics Problem-Solving Approach: Tackling real-world problems in the course provides a strong sense of accomplishment and boosts critical thinking.
Reviewer Profile

5.0

India
“super course .It helped me a lot in building my skills”
superb course .It helped me a lot in building my skills and helped me in my project.
Reviewer Profile

5.0

India
“A simple and understandable course”
This course really gives you the feel, for why feature engineering is important and gives you a good idea about working with different datasets
Reviewer Profile

5.0

India
“The explaination of feature engineering is outstanding”
Hi all, I have successfully completed the "Feature Engineering" course offered by Great learning
Reviewer Profile

5.0

India
“"Feature Engineering: Techniques for Creating and Selecting the Most Relevant Features to Improve Machine Learning Model Accuracy and Performance"”
Feature Engineering is a crucial step in the machine learning pipeline that involves creating, selecting, or transforming features (variables) to improve the performance of machine learning models. The goal is to make raw data more useful and relevant for predictive modeling by emphasizing meaningful patterns and relationships.
Reviewer Profile

5.0

Qatar
“superb and good manners and nice explanation”
The experience with great learning Education has been incredibly fantastic.Thank you for the chance to study. I hope you succeed in all your future endeavors.
Reviewer Profile

5.0

Australia
“Excellent learning. Learning was comprehensive.”
Excellent learning. Learning was comprehensive. Excellent
Reviewer Profile

5.0

India
“FEATURE ENGINEERING " IMPORTANCE "”
Feature engineering is a crucial step in the data preparation process that can significantly impact the performance and interpretability of machine learning models.
Reviewer Profile

5.0

India
“ appreciate an instructor's good explanation:”
creating new features or modifying existing ones to improve the performance of a model. Feature selection, on the other hand, involves choosing which of the existing features to keep or discard.

What our learners enjoyed the most

Frequently Asked Questions

Will I receive a certificate upon completing this free course?

Yes, upon successful completion of the course and payment of the certificate fee, you will receive a completion certificate that you can add to your resume.

Is this course free?

Yes, you may enroll in the course and access the course content for free. However, if you wish to obtain a certificate upon completion, a non-refundable fee is applicable.

Will I get a certificate after completing this Feature Engineering Importance free course?

Yes, you will get a certificate of completion for Feature Engineering after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.

How much does this Feature Engineering Importance course cost?

It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Feature Engineering Importance can get started with this course.

Is there any limit on how many times I can take this free course?

Once you enroll in the Feature Engineering Importance course, you have lifetime access to it. So, you can log in anytime and learn it for free online.

Can I sign up for multiple courses from Great Learning Academy at the same time?

Yes, you can enroll in as many courses as you want from Great Learning Academy. There is no limit to the number of courses you can enroll in at once, but since the courses offered by Great Learning Academy are free, we suggest you learn one by one to get the best out of the subject.

Why choose Great Learning Academy for this free Feature Engineering Importance course?

Great Learning Academy provides this Feature Engineering Importance course for free online. The course is self-paced and helps you understand various topics that fall under the subject with solved problems and demonstrated examples. The course is carefully designed, keeping in mind to cater to both beginners and professionals, and is delivered by subject experts. Great Learning is a global ed-tech platform dedicated to developing competent professionals. Great Learning Academy is an initiative by Great Learning that offers in-demand free online courses to help people advance in their jobs. More than 5 million learners from 140 countries have benefited from Great Learning Academy's free online courses with certificates. It is a one-stop place for all of a learner's goals.

What are the steps to enroll in this Feature Engineering Importance course?

Enrolling in any of the Great Learning Academy’s courses is just one step process. Sign-up for the course, you are interested in learning through your E-mail ID and start learning them for free online.

Will I have lifetime access to this free Feature Engineering Importance course?

Yes, once you enroll in the course, you will have lifetime access, where you can log in and learn whenever you want to. 

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